Article

Psychometric network analysis of AI constructs related to students' academic motivation and basic psychological needs in Higher Education

2025-09-23

Abstract excerpt

<title>Abstract</title> <p>The accelerating integration of generative AI into higher education renews questions about how students’ motives, needs, meaning, and redundancy beliefs interrelate. This study modeled the <bold>conditional architecture</bold> of these constructs using a regularized partial-correlation network in a multi-institution undergraduate sample (<italic>N</italic> = 904). Nodes were AIM–N compo...

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Literature Corpus work: 556f133b-7dae-5ae3-8ba0-298b726a7508
DOI: 10.21203/rs.3.rs-7665675/v1

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